Algorithmic Auditing

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15 papers in the last four weeks, up 50% on the four weeks before. 0.1% of all new papers.

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  1. Innovation-Residual Auditing of Autonomous Analysis Agents: Localization, Detection Limits, Error Control, and Identifiability

    Aug 6, 2026Ahmed Hassoon, Mark DredzeAlgorithmic AuditingFDR Control

    Johns Hopkins University

  2. A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI

    Aug 5, 2026Leah Davis, Dominic Martin, AJung MoonAI AssuranceAlgorithmic Auditing

    McGill University, Montr´eal, QC · Universit´e du Qu´ebec `a Montr´eal, Montr´eal, QC

  3. Local Violation Certification for Linear Predict-Then-Optimize Pipelines

    Aug 5, 2026Ş. İlker Birbil, Wenhao ChiAlgorithmic AuditingPredict-Then-Optimize

    Faculty of Economics and Business, University of Amsterdam, The Netherlands · Yau Mathematical Sciences Center, Tsinghua University

  4. GoT-CD: Graph-of-Thoughts Causal Discovery and the Fragility of Post-hoc Path-Specific Fairness Audits

    Aug 3, 2026Nitish Nagesh, Elahe Khatibi, Thomas Dean Hughes +3Algorithmic AuditingAlgorithmic Fairness

    Department of Computer Science, University of California, Irvine, Irvine, CA, USA · University of Orléans, Orléans, France

  5. Auditing Semantic Gains in Sequential Recommendation: A Lightweight Recovery Test

    Aug 2, 2026Kong Wang, Zhongke He, Xiang Chen +4Sequential RecommendationAlgorithmic Auditing

    Hunan University · Dalian University of Technology · Tongji University +3

  6. ZK-SR117: A Chunked Zero-Knowledge Attestation Design for Aggregated Fair-Lending Metrics, with a Control Mapping toward Full SR 11-7 Coverage

    Aug 1, 2026Mohammad Nasir Uddin, Rahnuma Tabassum Orpita, Eklachur Rahman Bhuiyan +1AI Risk ManagementAlgorithmic Auditing

    1DBA-BIDA (Business Intelligence and Data Analytics) Program, Westcliff University, USA · Department of Computer Science and Engineering, Northern University Bangladesh, Bangladesh · 3Washington University of Science and Technology, Alexandria, Virginia, USA +1

  7. Fairness Auditing: Lower Bounds on Company Manipulation

    Aug 1, 2026Rachit Verma, Padala Manisha, Sujit GujarAlgorithmic AuditingAlgorithmic Fairness

    Indian Institute of Technology Gandhinagar · International Institute of Information Technology Hyderabad

  8. ALIVE: Warnings Before Exclusion in Budgeted Multi-Source Learning

    Jul 31, 2026Xiyang Zhang, Hongzhi Wang, Yuanhe TianAlgorithmic Auditing

    1Harbin Institute of Technology · 2Zhongguancun Academy

  9. Scaling, Lock-In, and Proxy Compliance: A Political Economy of Responsible AI

    Jul 30, 2026Florian A. D. Burnat, Brittany I. DavidsonAlgorithmic AuditingAlgorithmic Accountability

    University of Bath, Bath, UK.

  10. Collusion with Competitive Marginals: Price-Level Audits Are Blind by Construction

    Jul 29, 2026Xin Xu, Chengrui Wu, Jiayu Lu +3Algorithmic AuditingAutomated Bidding

    Carnegie Mellon University · Zhejiang University

  11. A Computational Ethical Framework for Financial Digital Phenotyping for Mental Health

    Jul 27, 2026Oluwadara Adedeji, Michael Mayowa Farayola, Jeff Brozena +3Algorithmic Auditing

    School of Computer Science, University College Dublin, Dublin, Ireland. · School of Computing, Dublin City University, Dublin, Ireland. · College of Information Sciences and Technology, Pennsylvania State University,University Park, PA, USA. +1

  12. Finite-Sample Coverage Audits for High-Recall Candidate Generation: Certification and Learning-Theoretic Design

    Jul 23, 2026Martin Anthony, Kaveh Salehzadeh NobariAlgorithmic Auditing

    Data Science Institute, London School of Economics and Political Science · Department of Mathematics, London School of Economics and Political Science · The Inclusion Initiative, London School of Economics and Political Science

  13. Operational Identity: A Finite Audit of Declared and Implemented Rules of Sameness

    Jul 22, 2026Denise M. CaseEntity ResolutionAlgorithmic Auditing

    School of Computer Science and Information Systems Northwest Missouri State University, Maryville, MO, USA

  14. Toward Auditable Fraud Detection: Combining Graph Features, Model Explanations, and Agentic Case Investigation

    Jul 21, 2026Rahil SharmaAlgorithmic AuditingTabular Anomaly Detection

    Vrije Universiteit Amsterdam

  15. Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models

    Jul 21, 2026Ayoub JadouliQuantitative FinanceAlgorithmic Auditing

    Computer Science and Smart Systems, Faculty of Sciences and Technology Abdelmalek Essaâdi University, Tangier, Morocco

  16. Can We Steer the Black-Box? Towards Controllability-Centric Evaluation of Recommender Systems with Collaborative Agents

    Jul 15, 2026Jiwen Zhou, Xiang Liu, Mingming Li +5Algorithmic AuditingRecommender Systems

    Institute of Information Engineering, Chinese Academy of Sciences, China · School of Cyber Security, University of Chinese Academy of Sciences, China

  17. Auditing the Risk Claims of Distributional Reinforcement Learning

    Jul 13, 2026Hari PrasadDistributional RLAlgorithmic Auditing

  18. From Neural Network Decisions to Training Cases: An Exact Account via Case-Based Decision Theory

    Jul 13, 2026Manli Yan, Yuebin Lin, Yaowen Yu +1Algorithmic AuditingNeural Network Interpretability

    Huazhong University of Science and Technology Wuhan, China

  19. When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR

    Jul 13, 2026Chuyifei ZhangAlgorithmic AuditingReinforcement Learning with Verifiable Rewards

    Beijing Jiaotong University

  20. SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets

    Jul 9, 2026Shilin Ou, Yifan Xu, Luyao ZhangAlgorithmic AuditingAI Agent Evaluation

    Duke Kunshan University Kunshan, Jiangsu, China · Digital Innovation Research Center and Social Science Division, Duke Kunshan University, Address: Duke Avenue No.8, Kunshan, Suzhou, Jiangsu, China, 215316

  21. The Power of Backdoor Absorption in Community Training

    Jul 7, 2026Issam Seddik, Sami Souihi, Mohamed Tamaazousti +1Algorithmic AuditingBackdoor Attacks

    Université Paris-Saclay, CEA LIST, Palaiseau, France

  22. Governed Caste Reassignment in Heterogeneous Swarms: An Asymmetric-Trust Protocol with Audited Operator Countersignature

    Jul 6, 2026Xue Qin, Simin Luan, Cong Yang +1Algorithmic AuditingSwarm Robotics

    School of Software, Harbin Institute of Technology, Harbin, China. · School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China. · School of Future Science and Engineering, Soochow University, Suzhou, China.

  23. The Eticas AI Risk Taxonomy: Open Infrastructure for Operationalizing AI Audits

    Jul 2, 2026Gemma Galdon Clavell, Pablo Accuosto, Usman GoharAI AssuranceAI Risk Management

  24. Gaming Consensus: Coordinated Manipulation in Crowdsourced Fact-Checking

    Jul 2, 2026Nikil Roashan Selvam, Jay Baxter, Sophie Hilgard +4Social Media AnalysisAlgorithmic Auditing

    Stanford University, Stanford, CA, USA · X Community Notes, xAI, Palo Alto, USA

  25. Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale

    Jun 29, 2026Alessandro Morosini, Sarah H. Cen, Andrew Ilyas +3Algorithmic AuditingAlgorithmic Bias

    Massachusetts Institute of Technology · Carnegie Mellon University

  26. Pooled Leaderboards Hide System-Specific Winners: A Reporting-Protocol Audit of Offline Root-Cause Analysis Benchmarks

    Jun 28, 2026Lining Hu, Ting Liu, Yuzhuo FuPairwise ComparisonAlgorithmic Auditing

    School of Electronic, Information and Electrical Engineering Shanghai Jiao Tong University Shanghai, China

  27. Liquidity-Based Audit of Algorithmic Trading Strategies

    Jun 27, 2026Irene AldridgeFinancial ServicesQuantitative Finance

  28. The Two Genie Game: Adoption and Welfare in Audit-Grounded AI Governance

    Jun 27, 2026Darrell Lewis-SandyAlgorithmic AuditingAI Agent Safety

  29. Statistical and Structural Approaches to Algorithmic Fairness

    Jun 24, 2026Antonio FerraraAlgorithmic AuditingAlgorithmic Fairness

    Graz University of Technology · Institute of Human-Centred Computing · Graz

  30. Certification of Machine Learning Models via Directional Sharpness

    Jun 23, 2026Gefei Tan, Adria Gascon, Sarah Meiklejohn +1Neural Network GeneralizationNeural Network Verification

    Northwestern University & Google · Google · University College London